Research Tools
Discourse Analysis
Semantic discourse categories assigned by Claude Haiku — 14 DH-informed categories classifying how commenters frame their arguments.
Comments Labeled
44,412
of 487,977 total
Coverage
9.1%
of eligible comments
Categories Active
14
of 14 discourse types
Avg Confidence
0.807
classifier confidence
Model
Claude Haiku
multi-label classification
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Solidarity
4,947 comments
As a Canadian, I'm so happy to see all the positive comments about us. Thank you, everyone.
As a Canadian, I'm so happy to see all the positive comments about us. Thank you, everyone.
Canadian expressing gratitude for positive comments and appreciation, demonstrating solidarity and national pride.
@iveylynmay
Mar 4, 2025
What a great speech ?a true Leader indeed.
What a great speech ?a true Leader indeed.
Expresses praise and support for leadership with positive affirmation.
Solidarity
0.90
@josiesabadodiamond3884
Mar 4, 2025
Canada, we love you and I am truly sorry for our garbage administration.
Canada, we love you and I am truly sorry for our garbage administration.
Expression of support and empathy for Canada, apologizing for US administration on behalf of Americans.
@8BitPsych0theonly1
Mar 4, 2025
Well said !! Justin Trudeau
Well said !! Justin Trudeau
Expresses agreement and support for Canada's position and leadership.
Solidarity
0.90
@annieferrer501
Mar 4, 2025
I am a US citizen who does not want trump as president. I don't want these tariffs against Canada or Mexico. I'm so sorry trump is doing these tarrifs. Do what you must for your …
I am a US citizen who does not want trump as president. I don't want these tariffs against Canada or Mexico. I'm so sorry trump is doing these tarrifs. Do what you must for your people. I'll support Canada and the Mexican people. Thank you
A US citizen expressing empathy and support for Canada and Mexico in response to tariffs, demonstrating cross-border solidarity.
@cindrarauh2551
Mar 4, 2025
As a Afghan Canadian I love Canada and peoples of CanadA ?? ❤
As a Afghan Canadian I love Canada and peoples of CanadA ?? ❤
First-person identity statement expressing love for Canada and welcoming sentiment toward the nation.
@SimbaAB-g5f
Mar 4, 2025
❤?? president Trudeau you rock
❤?? president Trudeau you rock
Expresses support and encouragement for Trudeau with positive emojis and affirmation.
Solidarity
0.90
@ES-wp3wv
Mar 4, 2025
Best speech Trudeau has ever given. As Canadians we stand strong together ??❤️
Best speech Trudeau has ever given. As Canadians we stand strong together ??❤️
Expresses support for Trudeau and Canadian unity, demonstrating solidarity and national identity affirmation.
@lauriecourt6580
Mar 4, 2025
Godbless you Tyler thankyou.
Godbless you Tyler thankyou.
An expression of support and gratitude toward the video creator (Tyler), showing encouragement.
Solidarity
0.90
UncleRaj1
Jan 27, 2026
Fully support to Canada ❤❤❤❤❤❤❤❤❤❤❤❤❤❤
Fully support to Canada ❤❤❤❤❤❤❤❤❤❤❤❤❤❤
Expression of support and encouragement for Canada with affectionate emoji.
Solidarity
0.90
@ericachan4287
Mar 4, 2025
You’re right Trudeau!
You’re right Trudeau!
Brief affirmation of agreement and support for Trudeau's stance.
Solidarity
0.90
@ConnieWilsonbricks101
Mar 4, 2025
Thank you for doing this
Thank you for doing this
Expression of gratitude and appreciation for the video creator's work.
Solidarity
0.90
2steaks1fork
Jan 27, 2026
Canada is and will be perfectly fine ✅
Canada is and will be perfectly fine ✅
Expresses confidence and reassurance about Canada's resilience and future.
Solidarity
0.90
@nicolen4548
Mar 4, 2025
Canadians, be strong. It's insane what happens in the US. Greetings from Germany
Canadians, be strong. It's insane what happens in the US. Greetings from Germany
International commenter offers encouragement to Canada while comparing US situation unfavorably, expressing cross-border solidarity.
@barbn.5249
Mar 4, 2025
Huge support to madame Smith ❤❤❤
Huge support to madame Smith ❤❤❤
Direct expression of support and encouragement using affectionate language and emojis.
Solidarity
0.90
@byl1997
Feb 20, 2026
THANK GODDD. Thank you for coming here
THANK GODDD. Thank you for coming here
Welcoming and enthusiastic expression of support for immigrants coming to Canada.
Solidarity
0.90
neverdefygod
Jan 27, 2026
A lot of Indians are actually extremely kind. Please be nice to them
A lot of Indians are actually extremely kind. Please be nice to them
The commenter defends a group (Indians) and appeals for kindness and empathy toward them.
VengfulSquid
Jan 27, 2026
Go Canada! ??
Go Canada! ??
Simple expression of support and encouragement for Canada.
Solidarity
0.90
@NemraCC
Mar 4, 2025
Standing with canada from orlando florida
Standing with canada from orlando florida
Simple expression of support and solidarity with Canada from a US-based commenter.
Solidarity
0.90
@valeska8630
Mar 4, 2025
Thanks prime minister Trudeau for standing up to the convicted felon wannabe dictator ?????
Thanks prime minister Trudeau for standing up to the convicted felon wannabe dictator ?????
Direct expression of gratitude and support for Trudeau's stance against Trump, framed as appreciation for principled leadership.
Solidarity
0.90
@Kenneth-n3x
Mar 4, 2025
Compare Videos
Select 2–4 videos to compare their discourse profiles side by side (% of labeled comments).
Discourse Taxonomy
Category Distribution
Primary discourse type assigned to each comment
Classifier Confidence
Distribution of confidence scores across all labeled comments
Discourse Over Time
Top 6 discourse types by month — how framing evolves over time
Category Co-occurrence
Which discourse types most frequently appear together on the same comment
Top Channels by Discourse Type
Identity Assertion
CNN
2,313
Tyler Oliveira
1,991
RocaNews
467
JamCan
274
Yoke Immigration Canada
89
Solidarity
CNN
4,297
Tyler Oliveira
400
RocaNews
75
JamCan
36
CTV Your Morning
32
Policy Critique
CNN
3,445
Tyler Oliveira
551
Toronto Sun
340
CTV News
268
RocaNews
235
Humor / Satire
CNN
2,078
Tyler Oliveira
1,667
RocaNews
241
Global News
89
CTV News
68
Fear / Threat
Tyler Oliveira
1,549
CNN
1,332
RocaNews
321
JamCan
204
Toronto Sun
118
Meta-Commentary
Tyler Oliveira
1,702
CNN
1,478
RocaNews
168
CTV News
81
JamCan
77
Unverified Claim
CNN
1,480
Tyler Oliveira
820
RocaNews
203
Yoke Immigration Canada
203
JamCan
152
Moral Argument
CNN
1,733
Tyler Oliveira
704
RocaNews
205
JamCan
73
CTV Your Morning
23
Classified by Claude Haiku (Anthropic)
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14-category DH taxonomy
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Discourse Quality (Perspective API)